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Cameron Musco

Intervention Efficient Algorithms for Approximate Learning of Causal Graphs

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Dec 27, 2020
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Estimation of Shortest Path Covariance Matrices

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Nov 19, 2020
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Hutch++: Optimal Stochastic Trace Estimation

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Nov 12, 2020
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Model-specific Data Subsampling with Influence Functions

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Oct 20, 2020
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Subspace Embeddings Under Nonlinear Transformations

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Oct 05, 2020
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Fourier Sparse Leverage Scores and Approximate Kernel Learning

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Jun 12, 2020
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Node Embeddings and Exact Low-Rank Representations of Complex Networks

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Jun 10, 2020
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InfiniteWalk: Deep Network Embeddings as Laplacian Embeddings with a Nonlinearity

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May 29, 2020
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Efficient Intervention Design for Causal Discovery with Latents

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May 24, 2020
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Projection-Cost-Preserving Sketches: Proof Strategies and Constructions

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Apr 17, 2020
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